import pandas as pd
import matplotlib.pyplot as plt
import matplotlib.ticker as ticker
import matplotlib.dates as dates
import seaborn as sns; sns.set()
import numpy as np
import pylab
import scipy.stats as stats
from scipy.integrate import solve_ivp
import statsmodels.api as sm
from statsmodels.graphics.gofplots import qqplot_2samples
import math
import copy
import warnings
import os
import csv
import copy
warnings.filterwarnings('ignore')
##Load data
path = "clean-data/US.csv"
dataUS = pd.read_csv(path, header=None).values.tolist()
#dataSize = len(dataUS.index)
#print(dataUS)
# dataStates = pd.read_csv("us-states.csv")
# dataStateSize = len(dataStates.index)
#print(dataUS.loc[0], dataSize, "\n")
# if (dataUS.loc[1]["date"]>dataUS.loc[0]["date"]):
# print("nice")
# Ref: https://github.com/TomNicholas/coronavirus/blob/master/covid-19_model.ipynb
class SIRD:
def __init__(self, R0, M, P):
# Model parameters
self.R0 = R0
self.M = M
self.P = P
def dSdt(self, S, I, lamb):
return -lamb*S*I
def dIdt(self, S, I, lamb, gamma, mu):
return lamb*S*I - gamma*I - mu*I
def dRdt(self, I, gamma):
return gamma*I
def dDdt(self, I, mu):
return mu*I
def eqns(self, t, y, lamb, gamma, mu):
S, I, R, D = y
return [self.dSdt(S, I, lamb),
self.dIdt(S, I, lamb, gamma, mu),
self.dRdt(I, gamma),
self.dDdt(I, mu)]
def setup(self, population, deaths):
# Compute coefficients
self.gamma = 1 / self.P
self.mu = self.gamma * self.M
self.lamb = self.R0 * (self.gamma + self.mu)
# Compute initial values
self.population = population
initial_D = deaths[1] / population
old_I = initial_D / self.mu
initial_R = old_I * self.gamma
# initial state with death and recovery
old_S = 1 - old_I - (deaths[0] / population) - ((deaths[1] / population)/self.mu) * self.gamma
initial_S = old_S - self.lamb*old_I*old_S
initial_I = 1 - initial_S -initial_D - initial_R
self.y0 = [initial_S, initial_I, initial_R, initial_D]
#print(old_I,old_S,self.y0)
def solve(self, initial_conditions, tf):
self.setup(initial_conditions['population'],
initial_conditions['deaths'])
t_span = (0, tf) # tf is number of days to run simulation for
#print(tf)
self.soln = solve_ivp(self.eqns, t_span, self.y0,
args=(self.lamb, self.gamma, self.mu),
t_eval=np.linspace(0, tf, tf))
return self
def plot(self, data, date,fig, check=True, ax=None, name="US", susceptible=True):
# plot real data to compare
usDeathT = np.array(data).transpose()
numDeath = usDeathT[1].astype(np.int)
converted_dates = dates.datestr2num(usDeathT[0])
S, I, R, D = self.soln.y
N = self.population
D_temp = []
for x in range(len(D)):
if x == 0:
D_temp.append(D[0])
else:
D_temp.append(D[x]-D[x-1])
D_daily = np.array(D_temp)
usDeathD = copy.deepcopy(data)
x = 0
for x in range(len(usDeathD)):
if usDeathD[x][0] == date:
break
#print(len(usDeathD), x,len(D_temp), len(D))
for i in range(len(D_temp)):
usDeathD[x+i][1] = D_temp[i]*N
usDeathDT = np.array(usDeathD).transpose()
numDeathD = usDeathDT[1].astype(np.float)
#print(usDeathD[x][0],x, usDeathD)
#print("D: ",type(D), D[0], "\n daily: ",D_daily[0], usDeathD)
#print(len(converted_dates),len(D_daily),len(numDeath))
t = self.soln.t
print(f"SIRD simulation starts on {date} in {name}:")
print(f"For a population of {N} people, after {t[-1]:.0f} days there were:")
print(f"{D[-1]*100:.1f}% total deaths, or {D[-1]*N:.0f} people.")
print(f"{R[-1]*100:.1f}% total recovered, or {R[-1]*N:.0f} people.")
print(f"At the virus' maximum {I.max()*100:.1f}% people were simultaneously infected, or {I.max()*N:.0f} people.")
print(f"After {t[-1]:.0f} days the virus was present in less than {I[-1]*N:.0f} individuals.\n")
if ax is None:
fig, ax = plt.subplots(figsize=(20, 10))
# if susceptible:
# ax.plot(t, S*N, label="Susceptible", linewidth=2)
# ax.plot(t, I*N, label="Infected", linewidth=2)
# ax.plot(t, R*N, label="Recovered", linewidth=2)
ax.xaxis_date()
fig.autofmt_xdate()
plt.xlabel("Date")
plt.ylabel("Number of new deaths")
plt.title("SIRD model of daily new deaths in "+name)
ax.plot(converted_dates, numDeathD, label="SIRD starts on " + date, linewidth=2)
if(check != False):
ax.plot(converted_dates, numDeath, label="Real data", linewidth=2, color = "black")
ax.legend()
target = 40
R0 = 2.4 # Basic Reproductive Rate [people]
M = 0.01 # Mortality ratio [fraction]
P = 5 # Average infectious period [days]
fig, ax = plt.subplots(figsize=(20, 10))
check = False
for x in range(6):
if x == 5:
check = True
target += 20*x
targetDate = dataUS[target]
targetDatePre = dataUS[target-1]
initial_conditions = {'population': 328239523, 'deaths': [targetDatePre[1],targetDate[1]]}
sird = SIRD(R0, M, P)
sird.solve(initial_conditions, tf = len(dataUS)-target)
sird.plot(dataUS, targetDate[0], fig=fig, ax=ax, check=check, name="US")
plt.show()
SIRD simulation starts on 2020-03-01 in US: For a population of 328239523 people, after 350 days there were: 0.9% total deaths, or 2837999 people. 86.5% total recovered, or 283799908 people. At the virus' maximum 21.8% people were simultaneously infected, or 71559775 people. After 350 days the virus was present in less than 54 individuals. SIRD simulation starts on 2020-03-21 in US: For a population of 328239523 people, after 330 days there were: 0.9% total deaths, or 2858240 people. 87.1% total recovered, or 285824014 people. At the virus' maximum 21.9% people were simultaneously infected, or 71985869 people. After 330 days the virus was present in less than 103 individuals. SIRD simulation starts on 2020-04-30 in US: For a population of 328239523 people, after 290 days there were: 0.9% total deaths, or 2860197 people. 87.1% total recovered, or 286019663 people. At the virus' maximum 22.0% people were simultaneously infected, or 72347899 people. After 290 days the virus was present in less than 51 individuals. SIRD simulation starts on 2020-06-29 in US: For a population of 328239523 people, after 230 days there were: 0.9% total deaths, or 2856934 people. 87.0% total recovered, or 285693368 people. At the virus' maximum 21.9% people were simultaneously infected, or 71956225 people. After 230 days the virus was present in less than 119 individuals. SIRD simulation starts on 2020-09-17 in US: For a population of 328239523 people, after 150 days there were: 0.9% total deaths, or 2853840 people. 86.9% total recovered, or 285384005 people. At the virus' maximum 22.0% people were simultaneously infected, or 72074359 people. After 150 days the virus was present in less than 29 individuals. SIRD simulation starts on 2020-12-26 in US: For a population of 328239523 people, after 50 days there were: 0.9% total deaths, or 2822596 people. 86.0% total recovered, or 282259555 people. At the virus' maximum 22.0% people were simultaneously infected, or 72261708 people. After 50 days the virus was present in less than 2663376 individuals.
# Read each state's population
dataPop = pd.read_csv("nst-est2019-alldata.csv")
dataPopSize = len(dataPop.index)
usPop = {}
for i in range(dataPopSize):
usPop[dataPop.loc[i]["NAME"]] = dataPop.loc[i]["POPESTIMATE2019"]
#print(usPop)
# Read all files
directory = os.fsencode("clean-data/")
for file in os.listdir(directory):
filename = os.fsdecode(file)
if filename.endswith(".csv"):
f = filename.replace(".csv","")
#print(filename, f)
if f in usPop:
path = "clean-data/"+filename
dataState = pd.read_csv(path, header=None).values.tolist()
R0 = 2.4 # Basic Reproductive Rate [people]
M = 0.01 # Mortality ratio [fraction]
P = 5 # Average infectious period [days]
fig, ax = plt.subplots(figsize=(20, 10))
check = False
for x in range(6):
if x == 5:
check = True
target = 20
target += 40*x
targetDate = dataState[target]
targetDatePre = dataState[target-1]
initial_conditions = {'population': usPop[f], 'deaths': [targetDatePre[1],targetDate[1]]}
sird = SIRD(R0, M, P)
sird.solve(initial_conditions, tf = len(dataState)-target)
sird.plot(dataState, targetDate[0], fig=fig, ax=ax, check=check, name=f)
plt.show()
else:
pass
SIRD simulation starts on 2020-04-02 in Alabama: For a population of 4903185 people, after 318 days there were: 0.9% total deaths, or 42316 people. 86.3% total recovered, or 4231580 people. At the virus' maximum 21.9% people were simultaneously infected, or 1073188 people. After 318 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-05-12 in Alabama: For a population of 4903185 people, after 278 days there were: 0.9% total deaths, or 42761 people. 87.2% total recovered, or 4276104 people. At the virus' maximum 22.9% people were simultaneously infected, or 1121417 people. After 278 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-06-21 in Alabama: For a population of 4903185 people, after 238 days there were: 0.9% total deaths, or 43050 people. 87.8% total recovered, or 4305026 people. At the virus' maximum 23.8% people were simultaneously infected, or 1168521 people. After 238 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-07-31 in Alabama: For a population of 4903185 people, after 198 days there were: 0.9% total deaths, or 43374 people. 88.5% total recovered, or 4337371 people. At the virus' maximum 25.8% people were simultaneously infected, or 1263864 people. After 198 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-09 in Alabama: For a population of 4903185 people, after 158 days there were: 0.9% total deaths, or 43716 people. 89.2% total recovered, or 4371620 people. At the virus' maximum 27.8% people were simultaneously infected, or 1364148 people. After 158 days the virus was present in less than 8 individuals. SIRD simulation starts on 2020-10-19 in Alabama: For a population of 4903185 people, after 118 days there were: 0.9% total deaths, or 43914 people. 89.6% total recovered, or 4391416 people. At the virus' maximum 29.2% people were simultaneously infected, or 1432108 people. After 118 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-04-01 in Alaska: For a population of 731545 people, after 319 days there were: 0.9% total deaths, or 6357 people. 86.9% total recovered, or 635687 people. At the virus' maximum 21.8% people were simultaneously infected, or 159714 people. After 319 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-11 in Alaska: For a population of 731545 people, after 279 days there were: 0.9% total deaths, or 6363 people. 87.0% total recovered, or 636287 people. At the virus' maximum 22.0% people were simultaneously infected, or 160786 people. After 279 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-06-20 in Alaska: For a population of 731545 people, after 239 days there were: 0.9% total deaths, or 6372 people. 87.1% total recovered, or 637162 people. At the virus' maximum 22.0% people were simultaneously infected, or 161132 people. After 239 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-07-30 in Alaska: For a population of 731545 people, after 199 days there were: 0.9% total deaths, or 6361 people. 86.9% total recovered, or 636076 people. At the virus' maximum 22.2% people were simultaneously infected, or 162425 people. After 199 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-08 in Alaska: For a population of 731545 people, after 159 days there were: 0.9% total deaths, or 6388 people. 87.3% total recovered, or 638779 people. At the virus' maximum 22.5% people were simultaneously infected, or 164924 people. After 159 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-18 in Alaska: For a population of 731545 people, after 119 days there were: 0.9% total deaths, or 6389 people. 87.3% total recovered, or 638876 people. At the virus' maximum 22.8% people were simultaneously infected, or 166696 people. After 119 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-02-15 in Arizona: For a population of 7278717 people, after 365 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 365 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-03-26 in Arizona: For a population of 7278717 people, after 325 days there were: 0.9% total deaths, or 63346 people. 87.0% total recovered, or 6334647 people. At the virus' maximum 21.9% people were simultaneously infected, or 1596370 people. After 325 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-05-05 in Arizona: For a population of 7278717 people, after 285 days there were: 0.9% total deaths, or 63595 people. 87.4% total recovered, or 6359538 people. At the virus' maximum 22.6% people were simultaneously infected, or 1648191 people. After 285 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-14 in Arizona: For a population of 7278717 people, after 245 days there were: 0.9% total deaths, or 63947 people. 87.9% total recovered, or 6394679 people. At the virus' maximum 23.9% people were simultaneously infected, or 1741621 people. After 245 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-07-24 in Arizona: For a population of 7278717 people, after 205 days there were: 0.9% total deaths, or 64809 people. 89.0% total recovered, or 6480903 people. At the virus' maximum 27.6% people were simultaneously infected, or 2007814 people. After 205 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-02 in Arizona: For a population of 7278717 people, after 165 days there were: 0.9% total deaths, or 65648 people. 90.2% total recovered, or 6564813 people. At the virus' maximum 31.5% people were simultaneously infected, or 2292240 people. After 165 days the virus was present in less than 3 individuals.
SIRD simulation starts on 2020-03-31 in Arkansas: For a population of 3017804 people, after 320 days there were: 0.9% total deaths, or 26280 people. 87.1% total recovered, or 2628001 people. At the virus' maximum 21.9% people were simultaneously infected, or 661841 people. After 320 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-10 in Arkansas: For a population of 3017804 people, after 280 days there were: 0.9% total deaths, or 26308 people. 87.2% total recovered, or 2630840 people. At the virus' maximum 22.4% people were simultaneously infected, or 674497 people. After 280 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-19 in Arkansas: For a population of 3017804 people, after 240 days there were: 0.9% total deaths, or 26356 people. 87.3% total recovered, or 2635621 people. At the virus' maximum 22.8% people were simultaneously infected, or 687191 people. After 240 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-07-29 in Arkansas: For a population of 3017804 people, after 200 days there were: 0.9% total deaths, or 26481 people. 87.8% total recovered, or 2648124 people. At the virus' maximum 23.8% people were simultaneously infected, or 717133 people. After 200 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-09-07 in Arkansas: For a population of 3017804 people, after 160 days there were: 0.9% total deaths, or 26689 people. 88.4% total recovered, or 2668863 people. At the virus' maximum 25.7% people were simultaneously infected, or 776178 people. After 160 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-17 in Arkansas: For a population of 3017804 people, after 120 days there were: 0.9% total deaths, or 27147 people. 90.0% total recovered, or 2714715 people. At the virus' maximum 30.4% people were simultaneously infected, or 917166 people. After 120 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-02-14 in California: For a population of 39512223 people, after 366 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 366 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-03-25 in California: For a population of 39512223 people, after 326 days there were: 0.9% total deaths, or 344030 people. 87.1% total recovered, or 34402961 people. At the virus' maximum 21.9% people were simultaneously infected, or 8663020 people. After 326 days the virus was present in less than 7 individuals. SIRD simulation starts on 2020-05-04 in California: For a population of 39512223 people, after 286 days there were: 0.9% total deaths, or 345198 people. 87.4% total recovered, or 34519802 people. At the virus' maximum 22.6% people were simultaneously infected, or 8925949 people. After 286 days the virus was present in less than 11 individuals. SIRD simulation starts on 2020-06-13 in California: For a population of 39512223 people, after 246 days there were: 0.9% total deaths, or 346146 people. 87.6% total recovered, or 34614551 people. At the virus' maximum 23.4% people were simultaneously infected, or 9252389 people. After 246 days the virus was present in less than 47 individuals. SIRD simulation starts on 2020-07-23 in California: For a population of 39512223 people, after 206 days there were: 0.9% total deaths, or 347756 people. 88.0% total recovered, or 34775649 people. At the virus' maximum 24.4% people were simultaneously infected, or 9631719 people. After 206 days the virus was present in less than 18 individuals. SIRD simulation starts on 2020-09-01 in California: For a population of 39512223 people, after 166 days there were: 0.9% total deaths, or 349564 people. 88.5% total recovered, or 34956377 people. At the virus' maximum 26.1% people were simultaneously infected, or 10310356 people. After 166 days the virus was present in less than 11 individuals.
SIRD simulation starts on 2020-03-25 in Colorado: For a population of 5758736 people, after 326 days there were: 0.9% total deaths, or 50092 people. 87.0% total recovered, or 5009236 people. At the virus' maximum 22.0% people were simultaneously infected, or 1265903 people. After 326 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-05-04 in Colorado: For a population of 5758736 people, after 286 days there were: 0.9% total deaths, or 50586 people. 87.8% total recovered, or 5058635 people. At the virus' maximum 23.9% people were simultaneously infected, or 1375868 people. After 286 days the virus was present in less than 6 individuals. SIRD simulation starts on 2020-06-13 in Colorado: For a population of 5758736 people, after 246 days there were: 0.9% total deaths, or 50851 people. 88.3% total recovered, or 5085145 people. At the virus' maximum 25.4% people were simultaneously infected, or 1462409 people. After 246 days the virus was present in less than 6 individuals. SIRD simulation starts on 2020-07-23 in Colorado: For a population of 5758736 people, after 206 days there were: 0.9% total deaths, or 50946 people. 88.5% total recovered, or 5094628 people. At the virus' maximum 25.8% people were simultaneously infected, or 1486283 people. After 206 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-09-01 in Colorado: For a population of 5758736 people, after 166 days there were: 0.9% total deaths, or 50900 people. 88.4% total recovered, or 5090012 people. At the virus' maximum 26.3% people were simultaneously infected, or 1513819 people. After 166 days the virus was present in less than 10 individuals. SIRD simulation starts on 2020-10-11 in Colorado: For a population of 5758736 people, after 126 days there were: 0.9% total deaths, or 51078 people. 88.7% total recovered, or 5107783 people. At the virus' maximum 26.7% people were simultaneously infected, or 1538298 people. After 126 days the virus was present in less than 1 individuals.
SIRD simulation starts on 2020-03-28 in Connecticut: For a population of 3565287 people, after 323 days there were: 0.9% total deaths, or 31050 people. 87.1% total recovered, or 3105013 people. At the virus' maximum 22.1% people were simultaneously infected, or 786265 people. After 323 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-05-07 in Connecticut: For a population of 3565287 people, after 283 days there were: 0.9% total deaths, or 32215 people. 90.4% total recovered, or 3221544 people. At the virus' maximum 32.1% people were simultaneously infected, or 1145141 people. After 283 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-06-16 in Connecticut: For a population of 3565287 people, after 243 days there were: 0.9% total deaths, or 32805 people. 92.0% total recovered, or 3280489 people. At the virus' maximum 39.1% people were simultaneously infected, or 1395426 people. After 243 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-26 in Connecticut: For a population of 3565287 people, after 203 days there were: 0.9% total deaths, or 32869 people. 92.2% total recovered, or 3286894 people. At the virus' maximum 39.9% people were simultaneously infected, or 1424101 people. After 203 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-04 in Connecticut: For a population of 3565287 people, after 163 days there were: 0.9% total deaths, or 32897 people. 92.3% total recovered, or 3289710 people. At the virus' maximum 40.3% people were simultaneously infected, or 1436159 people. After 163 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-14 in Connecticut: For a population of 3565287 people, after 123 days there were: 0.9% total deaths, or 32936 people. 92.4% total recovered, or 3293618 people. At the virus' maximum 40.9% people were simultaneously infected, or 1457346 people. After 123 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-31 in Delaware: For a population of 973764 people, after 320 days there were: 0.9% total deaths, or 8484 people. 87.1% total recovered, or 848424 people. At the virus' maximum 22.1% people were simultaneously infected, or 214786 people. After 320 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-10 in Delaware: For a population of 973764 people, after 280 days there were: 0.9% total deaths, or 8586 people. 88.2% total recovered, or 858564 people. At the virus' maximum 24.9% people were simultaneously infected, or 242867 people. After 280 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-06-19 in Delaware: For a population of 973764 people, after 240 days there were: 0.9% total deaths, or 8690 people. 89.2% total recovered, or 868967 people. At the virus' maximum 28.2% people were simultaneously infected, or 274200 people. After 240 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-29 in Delaware: For a population of 973764 people, after 200 days there were: 0.9% total deaths, or 8768 people. 90.0% total recovered, or 876823 people. At the virus' maximum 30.8% people were simultaneously infected, or 299940 people. After 200 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-07 in Delaware: For a population of 973764 people, after 160 days there were: 0.9% total deaths, or 8780 people. 90.2% total recovered, or 877961 people. At the virus' maximum 31.4% people were simultaneously infected, or 305479 people. After 160 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-17 in Delaware: For a population of 973764 people, after 120 days there were: 0.9% total deaths, or 8801 people. 90.4% total recovered, or 880111 people. At the virus' maximum 32.2% people were simultaneously infected, or 313533 people. After 120 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-27 in District of Columbia: For a population of 705749 people, after 324 days there were: 0.9% total deaths, or 6140 people. 87.0% total recovered, or 613964 people. At the virus' maximum 22.0% people were simultaneously infected, or 155159 people. After 324 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-06 in District of Columbia: For a population of 705749 people, after 284 days there were: 0.9% total deaths, or 6294 people. 89.2% total recovered, or 629410 people. At the virus' maximum 28.0% people were simultaneously infected, or 197305 people. After 284 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-15 in District of Columbia: For a population of 705749 people, after 244 days there were: 0.9% total deaths, or 6396 people. 90.6% total recovered, or 639644 people. At the virus' maximum 33.1% people were simultaneously infected, or 233482 people. After 244 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-07-25 in District of Columbia: For a population of 705749 people, after 204 days there were: 0.9% total deaths, or 6424 people. 91.0% total recovered, or 642397 people. At the virus' maximum 34.7% people were simultaneously infected, or 244997 people. After 204 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-03 in District of Columbia: For a population of 705749 people, after 164 days there were: 0.9% total deaths, or 6436 people. 91.2% total recovered, or 643621 people. At the virus' maximum 35.4% people were simultaneously infected, or 249530 people. After 164 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-13 in District of Columbia: For a population of 705749 people, after 124 days there were: 0.9% total deaths, or 6449 people. 91.4% total recovered, or 644871 people. At the virus' maximum 36.0% people were simultaneously infected, or 254072 people. After 124 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-21 in Florida: For a population of 21477737 people, after 330 days there were: 0.9% total deaths, or 187020 people. 87.1% total recovered, or 18702047 people. At the virus' maximum 22.0% people were simultaneously infected, or 4720137 people. After 330 days the virus was present in less than 7 individuals. SIRD simulation starts on 2020-04-30 in Florida: For a population of 21477737 people, after 290 days there were: 0.9% total deaths, or 187660 people. 87.4% total recovered, or 18766004 people. At the virus' maximum 22.7% people were simultaneously infected, or 4873446 people. After 290 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-06-09 in Florida: For a population of 21477737 people, after 250 days there were: 0.9% total deaths, or 188316 people. 87.7% total recovered, or 18831643 people. At the virus' maximum 23.6% people were simultaneously infected, or 5077079 people. After 250 days the virus was present in less than 12 individuals. SIRD simulation starts on 2020-07-19 in Florida: For a population of 21477737 people, after 210 days there were: 0.9% total deaths, or 189355 people. 88.2% total recovered, or 18935479 people. At the virus' maximum 24.9% people were simultaneously infected, or 5351987 people. After 210 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-08-28 in Florida: For a population of 21477737 people, after 170 days there were: 0.9% total deaths, or 192244 people. 89.5% total recovered, or 19224378 people. At the virus' maximum 29.0% people were simultaneously infected, or 6229669 people. After 170 days the virus was present in less than 8 individuals. SIRD simulation starts on 2020-10-07 in Florida: For a population of 21477737 people, after 130 days there were: 0.9% total deaths, or 193945 people. 90.3% total recovered, or 19394486 people. At the virus' maximum 31.9% people were simultaneously infected, or 6852604 people. After 130 days the virus was present in less than 3 individuals.
SIRD simulation starts on 2020-03-22 in Georgia: For a population of 10617423 people, after 329 days there were: 0.9% total deaths, or 92395 people. 87.0% total recovered, or 9239512 people. At the virus' maximum 21.9% people were simultaneously infected, or 2329142 people. After 329 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-01 in Georgia: For a population of 10617423 people, after 289 days there were: 0.9% total deaths, or 93012 people. 87.6% total recovered, or 9301173 people. At the virus' maximum 23.4% people were simultaneously infected, or 2485402 people. After 289 days the virus was present in less than 7 individuals. SIRD simulation starts on 2020-06-10 in Georgia: For a population of 10617423 people, after 249 days there were: 0.9% total deaths, or 93545 people. 88.1% total recovered, or 9354524 people. At the virus' maximum 24.8% people were simultaneously infected, or 2628163 people. After 249 days the virus was present in less than 10 individuals. SIRD simulation starts on 2020-07-20 in Georgia: For a population of 10617423 people, after 209 days there were: 0.9% total deaths, or 93863 people. 88.4% total recovered, or 9386296 people. At the virus' maximum 25.7% people were simultaneously infected, or 2723880 people. After 209 days the virus was present in less than 6 individuals. SIRD simulation starts on 2020-08-29 in Georgia: For a population of 10617423 people, after 169 days there were: 0.9% total deaths, or 95089 people. 89.6% total recovered, or 9508868 people. At the virus' maximum 29.2% people were simultaneously infected, or 3099546 people. After 169 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-10-08 in Georgia: For a population of 10617423 people, after 129 days there were: 0.9% total deaths, or 95757 people. 90.2% total recovered, or 9575715 people. At the virus' maximum 31.5% people were simultaneously infected, or 3342354 people. After 129 days the virus was present in less than 2 individuals.
SIRD simulation starts on 2020-03-26 in Hawaii: For a population of 1415872 people, after 325 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 325 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-05 in Hawaii: For a population of 1415872 people, after 285 days there were: 0.9% total deaths, or 12337 people. 87.1% total recovered, or 1233707 people. At the virus' maximum 22.0% people were simultaneously infected, or 311699 people. After 285 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-14 in Hawaii: For a population of 1415872 people, after 245 days there were: 0.9% total deaths, or 12337 people. 87.1% total recovered, or 1233707 people. At the virus' maximum 22.0% people were simultaneously infected, or 311665 people. After 245 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-24 in Hawaii: For a population of 1415872 people, after 205 days there were: 0.9% total deaths, or 12332 people. 87.1% total recovered, or 1233157 people. At the virus' maximum 22.1% people were simultaneously infected, or 312804 people. After 205 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-02 in Hawaii: For a population of 1415872 people, after 165 days there were: 0.9% total deaths, or 12363 people. 87.3% total recovered, or 1236349 people. At the virus' maximum 22.5% people were simultaneously infected, or 319221 people. After 165 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-12 in Hawaii: For a population of 1415872 people, after 125 days there were: 0.9% total deaths, or 12389 people. 87.5% total recovered, or 1238940 people. At the virus' maximum 23.3% people were simultaneously infected, or 329893 people. After 125 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-04-02 in Idaho: For a population of 1787065 people, after 318 days there were: 0.9% total deaths, or 15505 people. 86.8% total recovered, or 1550503 people. At the virus' maximum 21.9% people were simultaneously infected, or 390979 people. After 318 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-12 in Idaho: For a population of 1787065 people, after 278 days there were: 0.9% total deaths, or 15583 people. 87.2% total recovered, or 1558256 people. At the virus' maximum 22.4% people were simultaneously infected, or 400162 people. After 278 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-21 in Idaho: For a population of 1787065 people, after 238 days there were: 0.9% total deaths, or 15606 people. 87.3% total recovered, or 1560580 people. At the virus' maximum 22.6% people were simultaneously infected, or 402994 people. After 238 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-07-31 in Idaho: For a population of 1787065 people, after 198 days there were: 0.9% total deaths, or 15652 people. 87.6% total recovered, or 1565214 people. At the virus' maximum 23.4% people were simultaneously infected, or 417345 people. After 198 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-09 in Idaho: For a population of 1787065 people, after 158 days there were: 0.9% total deaths, or 15759 people. 88.2% total recovered, or 1575865 people. At the virus' maximum 25.0% people were simultaneously infected, or 446383 people. After 158 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-19 in Idaho: For a population of 1787065 people, after 118 days there were: 0.9% total deaths, or 15811 people. 88.5% total recovered, or 1581080 people. At the virus' maximum 26.0% people were simultaneously infected, or 464332 people. After 118 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-02-13 in Illinois: For a population of 12671821 people, after 367 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 367 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-03-24 in Illinois: For a population of 12671821 people, after 327 days there were: 0.9% total deaths, or 110352 people. 87.1% total recovered, or 11035241 people. At the virus' maximum 21.9% people were simultaneously infected, or 2778385 people. After 327 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-05-03 in Illinois: For a population of 12671821 people, after 287 days there were: 0.9% total deaths, or 111522 people. 88.0% total recovered, or 11152208 people. At the virus' maximum 24.3% people were simultaneously infected, or 3085183 people. After 287 days the virus was present in less than 9 individuals. SIRD simulation starts on 2020-06-12 in Illinois: For a population of 12671821 people, after 247 days there were: 0.9% total deaths, or 113509 people. 89.6% total recovered, or 11350948 people. At the virus' maximum 29.3% people were simultaneously infected, or 3707024 people. After 247 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-07-22 in Illinois: For a population of 12671821 people, after 207 days there were: 0.9% total deaths, or 114028 people. 90.0% total recovered, or 11402790 people. At the virus' maximum 30.5% people were simultaneously infected, or 3864896 people. After 207 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-08-31 in Illinois: For a population of 12671821 people, after 167 days there were: 0.9% total deaths, or 114273 people. 90.2% total recovered, or 11427251 people. At the virus' maximum 31.4% people were simultaneously infected, or 3983864 people. After 167 days the virus was present in less than 6 individuals.
SIRD simulation starts on 2020-03-26 in Indiana: For a population of 6732219 people, after 325 days there were: 0.9% total deaths, or 58479 people. 86.9% total recovered, or 5847916 people. At the virus' maximum 21.9% people were simultaneously infected, or 1473066 people. After 325 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-05 in Indiana: For a population of 6732219 people, after 285 days there were: 0.9% total deaths, or 59281 people. 88.1% total recovered, or 5928131 people. At the virus' maximum 24.6% people were simultaneously infected, or 1655266 people. After 285 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-06-14 in Indiana: For a population of 6732219 people, after 245 days there were: 0.9% total deaths, or 59801 people. 88.8% total recovered, or 5980110 people. At the virus' maximum 27.0% people were simultaneously infected, or 1815857 people. After 245 days the virus was present in less than 6 individuals. SIRD simulation starts on 2020-07-24 in Indiana: For a population of 6732219 people, after 205 days there were: 0.9% total deaths, or 60051 people. 89.2% total recovered, or 6005116 people. At the virus' maximum 28.0% people were simultaneously infected, or 1886610 people. After 205 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-02 in Indiana: For a population of 6732219 people, after 165 days there were: 0.9% total deaths, or 60255 people. 89.5% total recovered, or 6025503 people. At the virus' maximum 29.0% people were simultaneously infected, or 1951227 people. After 165 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-10-12 in Indiana: For a population of 6732219 people, after 125 days there were: 0.9% total deaths, or 60526 people. 89.9% total recovered, or 6052638 people. At the virus' maximum 30.1% people were simultaneously infected, or 2029134 people. After 125 days the virus was present in less than 2 individuals.
SIRD simulation starts on 2020-03-28 in Iowa: For a population of 3155070 people, after 323 days there were: 0.9% total deaths, or 27475 people. 87.1% total recovered, or 2747500 people. At the virus' maximum 22.0% people were simultaneously infected, or 692643 people. After 323 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-05-07 in Iowa: For a population of 3155070 people, after 283 days there were: 0.9% total deaths, or 27539 people. 87.3% total recovered, or 2753898 people. At the virus' maximum 22.8% people were simultaneously infected, or 720371 people. After 283 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-06-16 in Iowa: For a population of 3155070 people, after 243 days there were: 0.9% total deaths, or 27774 people. 88.0% total recovered, or 2777440 people. At the virus' maximum 24.5% people were simultaneously infected, or 772271 people. After 243 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-07-26 in Iowa: For a population of 3155070 people, after 203 days there were: 0.9% total deaths, or 27825 people. 88.2% total recovered, or 2782497 people. At the virus' maximum 25.1% people were simultaneously infected, or 791865 people. After 203 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-09-04 in Iowa: For a population of 3155070 people, after 163 days there were: 0.9% total deaths, or 27976 people. 88.7% total recovered, or 2797552 people. At the virus' maximum 26.7% people were simultaneously infected, or 841276 people. After 163 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-14 in Iowa: For a population of 3155070 people, after 123 days there were: 0.9% total deaths, or 28185 people. 89.3% total recovered, or 2818513 people. At the virus' maximum 28.4% people were simultaneously infected, or 896803 people. After 123 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-27 in Kansas: For a population of 2913314 people, after 324 days there were: 0.9% total deaths, or 25370 people. 87.1% total recovered, or 2536964 people. At the virus' maximum 21.9% people were simultaneously infected, or 638786 people. After 324 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-06 in Kansas: For a population of 2913314 people, after 284 days there were: 0.9% total deaths, or 25446 people. 87.3% total recovered, or 2544621 people. At the virus' maximum 22.5% people were simultaneously infected, or 656942 people. After 284 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-15 in Kansas: For a population of 2913314 people, after 244 days there were: 0.9% total deaths, or 25417 people. 87.2% total recovered, or 2541655 people. At the virus' maximum 22.9% people were simultaneously infected, or 665945 people. After 244 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-25 in Kansas: For a population of 2913314 people, after 204 days there were: 0.9% total deaths, or 25464 people. 87.4% total recovered, or 2546373 people. At the virus' maximum 23.2% people were simultaneously infected, or 676665 people. After 204 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-09-03 in Kansas: For a population of 2913314 people, after 164 days there were: 0.9% total deaths, or 25598 people. 87.9% total recovered, or 2559753 people. At the virus' maximum 24.0% people were simultaneously infected, or 697988 people. After 164 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-13 in Kansas: For a population of 2913314 people, after 124 days there were: 0.9% total deaths, or 25692 people. 88.2% total recovered, or 2569195 people. At the virus' maximum 25.2% people were simultaneously infected, or 734315 people. After 124 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-26 in Kentucky: For a population of 4467673 people, after 325 days there were: 0.9% total deaths, or 38903 people. 87.1% total recovered, or 3890263 people. At the virus' maximum 22.0% people were simultaneously infected, or 982328 people. After 325 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-05-05 in Kentucky: For a population of 4467673 people, after 285 days there were: 0.9% total deaths, or 39033 people. 87.4% total recovered, or 3903253 people. At the virus' maximum 22.6% people were simultaneously infected, or 1009835 people. After 285 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-14 in Kentucky: For a population of 4467673 people, after 245 days there were: 0.9% total deaths, or 39137 people. 87.6% total recovered, or 3913742 people. At the virus' maximum 23.4% people were simultaneously infected, or 1045667 people. After 245 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-07-24 in Kentucky: For a population of 4467673 people, after 205 days there were: 0.9% total deaths, or 39262 people. 87.9% total recovered, or 3926196 people. At the virus' maximum 24.0% people were simultaneously infected, or 1072276 people. After 205 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-02 in Kentucky: For a population of 4467673 people, after 165 days there were: 0.9% total deaths, or 39366 people. 88.1% total recovered, or 3936561 people. At the virus' maximum 24.8% people were simultaneously infected, or 1106704 people. After 165 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-12 in Kentucky: For a population of 4467673 people, after 125 days there were: 0.9% total deaths, or 39472 people. 88.4% total recovered, or 3947242 people. At the virus' maximum 25.5% people were simultaneously infected, or 1140738 people. After 125 days the virus was present in less than 1 individuals.
SIRD simulation starts on 2020-03-29 in Louisiana: For a population of 4648794 people, after 322 days there were: 0.9% total deaths, or 40565 people. 87.3% total recovered, or 4056550 people. At the virus' maximum 22.5% people were simultaneously infected, or 1043686 people. After 322 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-05-08 in Louisiana: For a population of 4648794 people, after 282 days there were: 0.9% total deaths, or 41582 people. 89.4% total recovered, or 4158208 people. At the virus' maximum 28.8% people were simultaneously infected, or 1337366 people. After 282 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-06-17 in Louisiana: For a population of 4648794 people, after 242 days there were: 0.9% total deaths, or 41981 people. 90.3% total recovered, or 4198071 people. At the virus' maximum 31.9% people were simultaneously infected, or 1484025 people. After 242 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-07-27 in Louisiana: For a population of 4648794 people, after 202 days there were: 0.9% total deaths, or 42253 people. 90.9% total recovered, or 4225254 people. At the virus' maximum 34.2% people were simultaneously infected, or 1589105 people. After 202 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-09-05 in Louisiana: For a population of 4648794 people, after 162 days there were: 0.9% total deaths, or 42782 people. 92.0% total recovered, or 4278198 people. At the virus' maximum 39.2% people were simultaneously infected, or 1823169 people. After 162 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-15 in Louisiana: For a population of 4648794 people, after 122 days there were: 0.9% total deaths, or 43058 people. 92.6% total recovered, or 4305775 people. At the virus' maximum 42.1% people were simultaneously infected, or 1959387 people. After 122 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-04-01 in Maine: For a population of 1344212 people, after 319 days there were: 0.9% total deaths, or 11670 people. 86.8% total recovered, or 1166993 people. At the virus' maximum 21.9% people were simultaneously infected, or 294580 people. After 319 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-11 in Maine: For a population of 1344212 people, after 279 days there were: 0.9% total deaths, or 11743 people. 87.4% total recovered, or 1174281 people. At the virus' maximum 22.5% people were simultaneously infected, or 303065 people. After 279 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-20 in Maine: For a population of 1344212 people, after 239 days there were: 0.9% total deaths, or 11735 people. 87.3% total recovered, or 1173516 people. At the virus' maximum 22.8% people were simultaneously infected, or 306730 people. After 239 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-30 in Maine: For a population of 1344212 people, after 199 days there were: 0.9% total deaths, or 11747 people. 87.4% total recovered, or 1174662 people. At the virus' maximum 22.9% people were simultaneously infected, or 308385 people. After 199 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-08 in Maine: For a population of 1344212 people, after 159 days there were: 0.9% total deaths, or 11736 people. 87.3% total recovered, or 1173579 people. At the virus' maximum 23.2% people were simultaneously infected, or 311435 people. After 159 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-18 in Maine: For a population of 1344212 people, after 119 days there were: 0.9% total deaths, or 11751 people. 87.4% total recovered, or 1175095 people. At the virus' maximum 23.2% people were simultaneously infected, or 312305 people. After 119 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-25 in Maryland: For a population of 6045680 people, after 326 days there were: 0.9% total deaths, or 52641 people. 87.1% total recovered, or 5264105 people. At the virus' maximum 22.0% people were simultaneously infected, or 1329739 people. After 326 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-05-04 in Maryland: For a population of 6045680 people, after 286 days there were: 0.9% total deaths, or 53244 people. 88.1% total recovered, or 5324364 people. At the virus' maximum 24.6% people were simultaneously infected, or 1489368 people. After 286 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-06-13 in Maryland: For a population of 6045680 people, after 246 days there were: 0.9% total deaths, or 53992 people. 89.3% total recovered, or 5399194 people. At the virus' maximum 28.4% people were simultaneously infected, or 1714636 people. After 246 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-07-23 in Maryland: For a population of 6045680 people, after 206 days there were: 0.9% total deaths, or 54212 people. 89.7% total recovered, or 5421184 people. At the virus' maximum 29.6% people were simultaneously infected, or 1788245 people. After 206 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-01 in Maryland: For a population of 6045680 people, after 166 days there were: 0.9% total deaths, or 54386 people. 90.0% total recovered, or 5438585 people. At the virus' maximum 30.4% people were simultaneously infected, or 1838018 people. After 166 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-10-11 in Maryland: For a population of 6045680 people, after 126 days there were: 0.9% total deaths, or 54472 people. 90.1% total recovered, or 5447206 people. At the virus' maximum 31.1% people were simultaneously infected, or 1881320 people. After 126 days the virus was present in less than 2 individuals.
SIRD simulation starts on 2020-02-21 in Massachusetts: For a population of 6892503 people, after 359 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 359 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-04-01 in Massachusetts: For a population of 6892503 people, after 319 days there were: 0.9% total deaths, or 59962 people. 87.0% total recovered, or 5996157 people. At the virus' maximum 22.1% people were simultaneously infected, or 1521985 people. After 319 days the virus was present in less than 7 individuals. SIRD simulation starts on 2020-05-11 in Massachusetts: For a population of 6892503 people, after 279 days there were: 0.9% total deaths, or 62404 people. 90.5% total recovered, or 6240412 people. At the virus' maximum 32.7% people were simultaneously infected, or 2252744 people. After 279 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-20 in Massachusetts: For a population of 6892503 people, after 239 days there were: 0.9% total deaths, or 63475 people. 92.1% total recovered, or 6347480 people. At the virus' maximum 39.5% people were simultaneously infected, or 2724737 people. After 239 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-07-30 in Massachusetts: For a population of 6892503 people, after 199 days there were: 0.9% total deaths, or 63811 people. 92.6% total recovered, or 6381115 people. At the virus' maximum 41.8% people were simultaneously infected, or 2882235 people. After 199 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-09-08 in Massachusetts: For a population of 6892503 people, after 159 days there were: 0.9% total deaths, or 63967 people. 92.8% total recovered, or 6396676 people. At the virus' maximum 43.4% people were simultaneously infected, or 2989035 people. After 159 days the virus was present in less than 5 individuals.
SIRD simulation starts on 2020-03-30 in Michigan: For a population of 9986857 people, after 321 days there were: 0.9% total deaths, or 86951 people. 87.1% total recovered, or 8695057 people. At the virus' maximum 22.1% people were simultaneously infected, or 2208020 people. After 321 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-09 in Michigan: For a population of 9986857 people, after 281 days there were: 0.9% total deaths, or 89152 people. 89.3% total recovered, or 8915186 people. At the virus' maximum 28.3% people were simultaneously infected, or 2821861 people. After 281 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-06-18 in Michigan: For a population of 9986857 people, after 241 days there were: 0.9% total deaths, or 89811 people. 89.9% total recovered, or 8981054 people. At the virus' maximum 30.3% people were simultaneously infected, or 3024303 people. After 241 days the virus was present in less than 10 individuals. SIRD simulation starts on 2020-07-28 in Michigan: For a population of 9986857 people, after 201 days there were: 0.9% total deaths, or 89930 people. 90.0% total recovered, or 8993042 people. At the virus' maximum 30.8% people were simultaneously infected, or 3078104 people. After 201 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-06 in Michigan: For a population of 9986857 people, after 161 days there were: 0.9% total deaths, or 90091 people. 90.2% total recovered, or 9009085 people. At the virus' maximum 31.6% people were simultaneously infected, or 3151991 people. After 161 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-10-16 in Michigan: For a population of 9986857 people, after 121 days there were: 0.9% total deaths, or 90259 people. 90.4% total recovered, or 9025917 people. At the virus' maximum 32.2% people were simultaneously infected, or 3214066 people. After 121 days the virus was present in less than 2 individuals.
SIRD simulation starts on 2020-03-26 in Minnesota: For a population of 5639632 people, after 325 days there were: 0.9% total deaths, or 49106 people. 87.1% total recovered, or 4910580 people. At the virus' maximum 22.0% people were simultaneously infected, or 1239419 people. After 325 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-05-05 in Minnesota: For a population of 5639632 people, after 285 days there were: 0.9% total deaths, or 49232 people. 87.3% total recovered, or 4923185 people. At the virus' maximum 22.9% people were simultaneously infected, or 1293715 people. After 285 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-06-14 in Minnesota: For a population of 5639632 people, after 245 days there were: 0.9% total deaths, or 49729 people. 88.2% total recovered, or 4972889 people. At the virus' maximum 25.0% people were simultaneously infected, or 1408078 people. After 245 days the virus was present in less than 8 individuals. SIRD simulation starts on 2020-07-24 in Minnesota: For a population of 5639632 people, after 205 days there were: 0.9% total deaths, or 49860 people. 88.4% total recovered, or 4985993 people. At the virus' maximum 25.7% people were simultaneously infected, or 1447415 people. After 205 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-02 in Minnesota: For a population of 5639632 people, after 165 days there were: 0.9% total deaths, or 49893 people. 88.5% total recovered, or 4989348 people. At the virus' maximum 26.4% people were simultaneously infected, or 1486959 people. After 165 days the virus was present in less than 10 individuals. SIRD simulation starts on 2020-10-12 in Minnesota: For a population of 5639632 people, after 125 days there were: 0.9% total deaths, or 50112 people. 88.9% total recovered, or 5011216 people. At the virus' maximum 27.1% people were simultaneously infected, or 1525734 people. After 125 days the virus was present in less than 1 individuals.
SIRD simulation starts on 2020-03-31 in Mississippi: For a population of 2976149 people, after 320 days there were: 0.9% total deaths, or 25921 people. 87.1% total recovered, or 2592073 people. At the virus' maximum 22.0% people were simultaneously infected, or 656009 people. After 320 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-10 in Mississippi: For a population of 2976149 people, after 280 days there were: 0.9% total deaths, or 26107 people. 87.7% total recovered, or 2610673 people. At the virus' maximum 23.7% people were simultaneously infected, or 705630 people. After 280 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-19 in Mississippi: For a population of 2976149 people, after 240 days there were: 0.9% total deaths, or 26320 people. 88.4% total recovered, or 2632049 people. At the virus' maximum 25.7% people were simultaneously infected, or 765616 people. After 240 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-29 in Mississippi: For a population of 2976149 people, after 200 days there were: 0.9% total deaths, or 26610 people. 89.4% total recovered, or 2661037 people. At the virus' maximum 28.6% people were simultaneously infected, or 851795 people. After 200 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-07 in Mississippi: For a population of 2976149 people, after 160 days there were: 0.9% total deaths, or 27004 people. 90.7% total recovered, or 2700366 people. At the virus' maximum 33.5% people were simultaneously infected, or 997874 people. After 160 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-17 in Mississippi: For a population of 2976149 people, after 120 days there were: 0.9% total deaths, or 27285 people. 91.7% total recovered, or 2728547 people. At the virus' maximum 37.3% people were simultaneously infected, or 1110799 people. After 120 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-27 in Missouri: For a population of 6137428 people, after 324 days there were: 0.9% total deaths, or 53439 people. 87.1% total recovered, or 5343932 people. At the virus' maximum 21.9% people were simultaneously infected, or 1345117 people. After 324 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-06 in Missouri: For a population of 6137428 people, after 284 days there were: 0.9% total deaths, or 53625 people. 87.4% total recovered, or 5362534 people. At the virus' maximum 22.7% people were simultaneously infected, or 1392591 people. After 284 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-06-15 in Missouri: For a population of 6137428 people, after 244 days there were: 0.9% total deaths, or 53861 people. 87.8% total recovered, or 5386071 people. At the virus' maximum 23.8% people were simultaneously infected, or 1459279 people. After 244 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-07-25 in Missouri: For a population of 6137428 people, after 204 days there were: 0.9% total deaths, or 54008 people. 88.0% total recovered, or 5400812 people. At the virus' maximum 24.3% people were simultaneously infected, or 1491354 people. After 204 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-09-03 in Missouri: For a population of 6137428 people, after 164 days there were: 0.9% total deaths, or 54179 people. 88.3% total recovered, or 5417938 people. At the virus' maximum 25.3% people were simultaneously infected, or 1552858 people. After 164 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-13 in Missouri: For a population of 6137428 people, after 124 days there were: 0.9% total deaths, or 54650 people. 89.0% total recovered, or 5464979 people. At the virus' maximum 27.6% people were simultaneously infected, or 1693868 people. After 124 days the virus was present in less than 1 individuals.
SIRD simulation starts on 2020-04-02 in Montana: For a population of 1068778 people, after 318 days there were: 0.9% total deaths, or 9295 people. 87.0% total recovered, or 929524 people. At the virus' maximum 21.9% people were simultaneously infected, or 233672 people. After 318 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-12 in Montana: For a population of 1068778 people, after 278 days there were: 0.9% total deaths, or 9301 people. 87.0% total recovered, or 930111 people. At the virus' maximum 22.1% people were simultaneously infected, or 235808 people. After 278 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-21 in Montana: For a population of 1068778 people, after 238 days there were: 0.9% total deaths, or 9294 people. 87.0% total recovered, or 929418 people. At the virus' maximum 22.1% people were simultaneously infected, or 236098 people. After 238 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-31 in Montana: For a population of 1068778 people, after 198 days there were: 0.9% total deaths, or 9338 people. 87.4% total recovered, or 933774 people. At the virus' maximum 22.6% people were simultaneously infected, or 241752 people. After 198 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-09 in Montana: For a population of 1068778 people, after 158 days there were: 0.9% total deaths, or 9354 people. 87.5% total recovered, or 935371 people. At the virus' maximum 23.3% people were simultaneously infected, or 249176 people. After 158 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-19 in Montana: For a population of 1068778 people, after 118 days there were: 0.9% total deaths, or 9425 people. 88.2% total recovered, or 942508 people. At the virus' maximum 25.0% people were simultaneously infected, or 267399 people. After 118 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-08 in Nebraska: For a population of 1934408 people, after 343 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 343 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-04-17 in Nebraska: For a population of 1934408 people, after 303 days there were: 0.9% total deaths, or 16844 people. 87.1% total recovered, or 1684355 people. At the virus' maximum 22.1% people were simultaneously infected, or 426741 people. After 303 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-05-27 in Nebraska: For a population of 1934408 people, after 263 days there were: 0.9% total deaths, or 16856 people. 87.1% total recovered, or 1685642 people. At the virus' maximum 22.9% people were simultaneously infected, or 442812 people. After 263 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-07-06 in Nebraska: For a population of 1934408 people, after 223 days there were: 0.9% total deaths, or 16981 people. 87.8% total recovered, or 1698097 people. At the virus' maximum 23.8% people were simultaneously infected, or 460623 people. After 223 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-08-15 in Nebraska: For a population of 1934408 people, after 183 days there were: 0.9% total deaths, or 17018 people. 88.0% total recovered, or 1701764 people. At the virus' maximum 24.2% people were simultaneously infected, or 468845 people. After 183 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-24 in Nebraska: For a population of 1934408 people, after 143 days there were: 0.9% total deaths, or 17051 people. 88.1% total recovered, or 1705074 people. At the virus' maximum 24.9% people were simultaneously infected, or 480907 people. After 143 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-25 in Nevada: For a population of 3080156 people, after 326 days there were: 0.9% total deaths, or 26770 people. 86.9% total recovered, or 2677017 people. At the virus' maximum 21.9% people were simultaneously infected, or 673880 people. After 326 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-04 in Nevada: For a population of 3080156 people, after 286 days there were: 0.9% total deaths, or 26884 people. 87.3% total recovered, or 2688431 people. At the virus' maximum 23.0% people were simultaneously infected, or 707402 people. After 286 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-13 in Nevada: For a population of 3080156 people, after 246 days there were: 0.9% total deaths, or 27067 people. 87.9% total recovered, or 2706728 people. At the virus' maximum 24.0% people were simultaneously infected, or 738908 people. After 246 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-23 in Nevada: For a population of 3080156 people, after 206 days there were: 0.9% total deaths, or 27164 people. 88.2% total recovered, or 2716428 people. At the virus' maximum 25.1% people were simultaneously infected, or 773155 people. After 206 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-01 in Nevada: For a population of 3080156 people, after 166 days there were: 0.9% total deaths, or 27447 people. 89.1% total recovered, or 2744688 people. At the virus' maximum 27.8% people were simultaneously infected, or 855770 people. After 166 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-11 in Nevada: For a population of 3080156 people, after 126 days there were: 0.9% total deaths, or 27617 people. 89.7% total recovered, or 2761669 people. At the virus' maximum 29.5% people were simultaneously infected, or 910042 people. After 126 days the virus was present in less than 1 individuals.
SIRD simulation starts on 2020-03-22 in New Hampshire: For a population of 1359711 people, after 329 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 329 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-01 in New Hampshire: For a population of 1359711 people, after 289 days there were: 0.9% total deaths, or 11879 people. 87.4% total recovered, or 1187942 people. At the virus' maximum 22.7% people were simultaneously infected, or 308736 people. After 289 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-10 in New Hampshire: For a population of 1359711 people, after 249 days there were: 0.9% total deaths, or 11985 people. 88.1% total recovered, or 1198493 people. At the virus' maximum 24.9% people were simultaneously infected, or 338049 people. After 249 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-20 in New Hampshire: For a population of 1359711 people, after 209 days there were: 0.9% total deaths, or 12029 people. 88.5% total recovered, or 1202917 people. At the virus' maximum 25.8% people were simultaneously infected, or 351006 people. After 209 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-08-29 in New Hampshire: For a population of 1359711 people, after 169 days there were: 0.9% total deaths, or 11998 people. 88.2% total recovered, or 1199829 people. At the virus' maximum 26.2% people were simultaneously infected, or 355972 people. After 169 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-10-08 in New Hampshire: For a population of 1359711 people, after 129 days there were: 0.9% total deaths, or 12029 people. 88.5% total recovered, or 1202858 people. At the virus' maximum 26.4% people were simultaneously infected, or 358441 people. After 129 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-24 in New Jersey: For a population of 8882190 people, after 327 days there were: 0.9% total deaths, or 77307 people. 87.0% total recovered, or 7730666 people. At the virus' maximum 22.0% people were simultaneously infected, or 1951643 people. After 327 days the virus was present in less than 6 individuals. SIRD simulation starts on 2020-05-03 in New Jersey: For a population of 8882190 people, after 287 days there were: 0.9% total deaths, or 80757 people. 90.9% total recovered, or 8075651 people. At the virus' maximum 34.3% people were simultaneously infected, or 3047096 people. After 287 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-06-12 in New Jersey: For a population of 8882190 people, after 247 days there were: 0.9% total deaths, or 82637 people. 93.0% total recovered, or 8263677 people. At the virus' maximum 44.6% people were simultaneously infected, or 3965226 people. After 247 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-07-22 in New Jersey: For a population of 8882190 people, after 207 days there were: 0.9% total deaths, or 83078 people. 93.5% total recovered, or 8307808 people. At the virus' maximum 47.8% people were simultaneously infected, or 4249588 people. After 207 days the virus was present in less than 16 individuals. SIRD simulation starts on 2020-08-31 in New Jersey: For a population of 8882190 people, after 167 days there were: 0.9% total deaths, or 83193 people. 93.7% total recovered, or 8319347 people. At the virus' maximum 48.8% people were simultaneously infected, or 4337245 people. After 167 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-10-10 in New Jersey: For a population of 8882190 people, after 127 days there were: 0.9% total deaths, or 83290 people. 93.8% total recovered, or 8328997 people. At the virus' maximum 49.5% people were simultaneously infected, or 4397942 people. After 127 days the virus was present in less than 5 individuals.
SIRD simulation starts on 2020-03-31 in New Mexico: For a population of 2096829 people, after 320 days there were: 0.9% total deaths, or 18254 people. 87.1% total recovered, or 1825392 people. At the virus' maximum 21.9% people were simultaneously infected, or 459314 people. After 320 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-10 in New Mexico: For a population of 2096829 people, after 280 days there were: 0.9% total deaths, or 18295 people. 87.2% total recovered, or 1829453 people. At the virus' maximum 23.1% people were simultaneously infected, or 485207 people. After 280 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-19 in New Mexico: For a population of 2096829 people, after 240 days there were: 0.9% total deaths, or 18480 people. 88.1% total recovered, or 1848016 people. At the virus' maximum 24.8% people were simultaneously infected, or 520746 people. After 240 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-29 in New Mexico: For a population of 2096829 people, after 200 days there were: 0.9% total deaths, or 18551 people. 88.5% total recovered, or 1855143 people. At the virus' maximum 26.0% people were simultaneously infected, or 544357 people. After 200 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-07 in New Mexico: For a population of 2096829 people, after 160 days there were: 0.9% total deaths, or 18633 people. 88.9% total recovered, or 1863266 people. At the virus' maximum 27.1% people were simultaneously infected, or 567525 people. After 160 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-17 in New Mexico: For a population of 2096829 people, after 120 days there were: 0.9% total deaths, or 18707 people. 89.2% total recovered, or 1870704 people. At the virus' maximum 28.1% people were simultaneously infected, or 588807 people. After 120 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-21 in New York: For a population of 19453561 people, after 330 days there were: 0.9% total deaths, or 168972 people. 86.9% total recovered, or 16897187 people. At the virus' maximum 21.9% people were simultaneously infected, or 4255650 people. After 330 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-04-30 in New York: For a population of 19453561 people, after 290 days there were: 0.9% total deaths, or 179637 people. 92.3% total recovered, or 17963749 people. At the virus' maximum 40.7% people were simultaneously infected, or 7910413 people. After 290 days the virus was present in less than 10 individuals. SIRD simulation starts on 2020-06-09 in New York: For a population of 19453561 people, after 250 days there were: 0.9% total deaths, or 182182 people. 93.6% total recovered, or 18218203 people. At the virus' maximum 48.7% people were simultaneously infected, or 9481712 people. After 250 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-07-19 in New York: For a population of 19453561 people, after 210 days there were: 0.9% total deaths, or 182688 people. 93.9% total recovered, or 18268750 people. At the virus' maximum 50.4% people were simultaneously infected, or 9804348 people. After 210 days the virus was present in less than 32 individuals. SIRD simulation starts on 2020-08-28 in New York: For a population of 19453561 people, after 170 days there were: 0.9% total deaths, or 182773 people. 94.0% total recovered, or 18277325 people. At the virus' maximum 50.7% people were simultaneously infected, or 9861169 people. After 170 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-10-07 in New York: For a population of 19453561 people, after 130 days there were: 0.9% total deaths, or 182887 people. 94.0% total recovered, or 18288703 people. At the virus' maximum 51.1% people were simultaneously infected, or 9937894 people. After 130 days the virus was present in less than 16 individuals.
SIRD simulation starts on 2020-03-23 in North Carolina: For a population of 10488084 people, after 328 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 328 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-02 in North Carolina: For a population of 10488084 people, after 288 days there were: 0.9% total deaths, or 91501 people. 87.2% total recovered, or 9150065 people. At the virus' maximum 22.5% people were simultaneously infected, or 2354588 people. After 288 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-06-11 in North Carolina: For a population of 10488084 people, after 248 days there were: 0.9% total deaths, or 91309 people. 87.1% total recovered, or 9130945 people. At the virus' maximum 23.1% people were simultaneously infected, or 2420896 people. After 248 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-07-21 in North Carolina: For a population of 10488084 people, after 208 days there were: 0.9% total deaths, or 92105 people. 87.8% total recovered, or 9210495 people. At the virus' maximum 23.8% people were simultaneously infected, or 2501076 people. After 208 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-08-30 in North Carolina: For a population of 10488084 people, after 168 days there were: 0.9% total deaths, or 92479 people. 88.2% total recovered, or 9247885 people. At the virus' maximum 25.0% people were simultaneously infected, or 2617186 people. After 168 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-10-09 in North Carolina: For a population of 10488084 people, after 128 days there were: 0.9% total deaths, or 92852 people. 88.5% total recovered, or 9285165 people. At the virus' maximum 26.4% people were simultaneously infected, or 2772490 people. After 128 days the virus was present in less than 1 individuals.
SIRD simulation starts on 2020-03-31 in North Dakota: For a population of 762062 people, after 320 days there were: 0.9% total deaths, or 6627 people. 87.0% total recovered, or 662671 people. At the virus' maximum 21.9% people were simultaneously infected, or 166740 people. After 320 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-10 in North Dakota: For a population of 762062 people, after 280 days there were: 0.9% total deaths, or 6653 people. 87.3% total recovered, or 665322 people. At the virus' maximum 22.5% people were simultaneously infected, or 171641 people. After 280 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-06-19 in North Dakota: For a population of 762062 people, after 240 days there were: 0.9% total deaths, or 6644 people. 87.2% total recovered, or 664400 people. At the virus' maximum 23.1% people were simultaneously infected, or 176158 people. After 240 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-07-29 in North Dakota: For a population of 762062 people, after 200 days there were: 0.9% total deaths, or 6683 people. 87.7% total recovered, or 668285 people. At the virus' maximum 23.7% people were simultaneously infected, or 180263 people. After 200 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-07 in North Dakota: For a population of 762062 people, after 160 days there were: 0.9% total deaths, or 6712 people. 88.1% total recovered, or 671193 people. At the virus' maximum 24.7% people were simultaneously infected, or 187926 people. After 160 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-17 in North Dakota: For a population of 762062 people, after 120 days there were: 0.9% total deaths, or 6835 people. 89.7% total recovered, or 683512 people. At the virus' maximum 29.7% people were simultaneously infected, or 225962 people. After 120 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-29 in Ohio: For a population of 11689100 people, after 322 days there were: 0.9% total deaths, or 100579 people. 86.0% total recovered, or 10057865 people. At the virus' maximum 21.9% people were simultaneously infected, or 2555234 people. After 322 days the virus was present in less than 12 individuals. SIRD simulation starts on 2020-05-08 in Ohio: For a population of 11689100 people, after 282 days there were: 0.9% total deaths, or 102214 people. 87.4% total recovered, or 10221362 people. At the virus' maximum 23.3% people were simultaneously infected, or 2718400 people. After 282 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-06-17 in Ohio: For a population of 11689100 people, after 242 days there were: 0.9% total deaths, or 102965 people. 88.1% total recovered, or 10296490 people. At the virus' maximum 24.7% people were simultaneously infected, or 2886518 people. After 242 days the virus was present in less than 9 individuals. SIRD simulation starts on 2020-07-27 in Ohio: For a population of 11689100 people, after 202 days there were: 0.9% total deaths, or 103252 people. 88.3% total recovered, or 10325157 people. At the virus' maximum 25.5% people were simultaneously infected, or 2978620 people. After 202 days the virus was present in less than 6 individuals. SIRD simulation starts on 2020-09-05 in Ohio: For a population of 11689100 people, after 162 days there were: 0.9% total deaths, or 103638 people. 88.7% total recovered, or 10363751 people. At the virus' maximum 26.7% people were simultaneously infected, or 3115404 people. After 162 days the virus was present in less than 6 individuals. SIRD simulation starts on 2020-10-15 in Ohio: For a population of 11689100 people, after 122 days there were: 0.9% total deaths, or 104145 people. 89.1% total recovered, or 10414460 people. At the virus' maximum 27.7% people were simultaneously infected, or 3242913 people. After 122 days the virus was present in less than 1 individuals.
SIRD simulation starts on 2020-03-26 in Oklahoma: For a population of 3956971 people, after 325 days there were: 0.9% total deaths, or 34444 people. 87.0% total recovered, or 3444398 people. At the virus' maximum 21.9% people were simultaneously infected, or 866150 people. After 325 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-05-05 in Oklahoma: For a population of 3956971 people, after 285 days there were: 0.9% total deaths, or 34573 people. 87.4% total recovered, or 3457263 people. At the virus' maximum 22.7% people were simultaneously infected, or 898272 people. After 285 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-06-14 in Oklahoma: For a population of 3956971 people, after 245 days there were: 0.9% total deaths, or 34477 people. 87.1% total recovered, or 3447662 people. At the virus' maximum 23.0% people were simultaneously infected, or 909925 people. After 245 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-07-24 in Oklahoma: For a population of 3956971 people, after 205 days there were: 0.9% total deaths, or 34682 people. 87.6% total recovered, or 3468198 people. At the virus' maximum 23.6% people were simultaneously infected, or 932007 people. After 205 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-09-02 in Oklahoma: For a population of 3956971 people, after 165 days there were: 0.9% total deaths, or 34855 people. 88.1% total recovered, or 3485547 people. At the virus' maximum 24.7% people were simultaneously infected, or 977125 people. After 165 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-12 in Oklahoma: For a population of 3956971 people, after 125 days there were: 0.9% total deaths, or 34994 people. 88.4% total recovered, or 3499444 people. At the virus' maximum 25.7% people were simultaneously infected, or 1017630 people. After 125 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-19 in Oregon: For a population of 4217737 people, after 332 days there were: 0.9% total deaths, or 36727 people. 87.1% total recovered, or 3672668 people. At the virus' maximum 22.0% people were simultaneously infected, or 926554 people. After 332 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-04-28 in Oregon: For a population of 4217737 people, after 292 days there were: 0.9% total deaths, or 36719 people. 87.1% total recovered, or 3671867 people. At the virus' maximum 22.1% people were simultaneously infected, or 932287 people. After 292 days the virus was present in less than 7 individuals. SIRD simulation starts on 2020-06-07 in Oregon: For a population of 4217737 people, after 252 days there were: 0.9% total deaths, or 36796 people. 87.2% total recovered, or 3679646 people. At the virus' maximum 22.4% people were simultaneously infected, or 946846 people. After 252 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-17 in Oregon: For a population of 4217737 people, after 212 days there were: 0.9% total deaths, or 36852 people. 87.4% total recovered, or 3685194 people. At the virus' maximum 22.7% people were simultaneously infected, or 955901 people. After 212 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-08-26 in Oregon: For a population of 4217737 people, after 172 days there were: 0.9% total deaths, or 36725 people. 87.1% total recovered, or 3672484 people. At the virus' maximum 23.1% people were simultaneously infected, or 973779 people. After 172 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-05 in Oregon: For a population of 4217737 people, after 132 days there were: 0.9% total deaths, or 36977 people. 87.7% total recovered, or 3697707 people. At the virus' maximum 23.6% people were simultaneously infected, or 996102 people. After 132 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-26 in Pennsylvania: For a population of 12801989 people, after 325 days there were: 0.9% total deaths, or 111486 people. 87.1% total recovered, or 11148631 people. At the virus' maximum 21.9% people were simultaneously infected, or 2806547 people. After 325 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-05-05 in Pennsylvania: For a population of 12801989 people, after 285 days there were: 0.9% total deaths, or 113061 people. 88.3% total recovered, or 11306065 people. At the virus' maximum 25.4% people were simultaneously infected, or 3255890 people. After 285 days the virus was present in less than 13 individuals. SIRD simulation starts on 2020-06-14 in Pennsylvania: For a population of 12801989 people, after 245 days there were: 0.9% total deaths, or 114594 people. 89.5% total recovered, or 11459424 people. At the virus' maximum 29.0% people were simultaneously infected, or 3715069 people. After 245 days the virus was present in less than 6 individuals. SIRD simulation starts on 2020-07-24 in Pennsylvania: For a population of 12801989 people, after 205 days there were: 0.9% total deaths, or 115093 people. 89.9% total recovered, or 11509251 people. At the virus' maximum 30.1% people were simultaneously infected, or 3854794 people. After 205 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-09-02 in Pennsylvania: For a population of 12801989 people, after 165 days there were: 0.9% total deaths, or 115266 people. 90.0% total recovered, or 11526604 people. At the virus' maximum 30.8% people were simultaneously infected, or 3939040 people. After 165 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-10-12 in Pennsylvania: For a population of 12801989 people, after 125 days there were: 0.9% total deaths, or 115515 people. 90.2% total recovered, or 11551460 people. At the virus' maximum 31.6% people were simultaneously infected, or 4051572 people. After 125 days the virus was present in less than 4 individuals.
SIRD simulation starts on 2020-04-02 in Puerto Rico: For a population of 3193694 people, after 318 days there were: 0.9% total deaths, or 27759 people. 86.9% total recovered, or 2775916 people. At the virus' maximum 21.9% people were simultaneously infected, or 700405 people. After 318 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-12 in Puerto Rico: For a population of 3193694 people, after 278 days there were: 0.9% total deaths, or 27852 people. 87.2% total recovered, or 2785236 people. At the virus' maximum 22.4% people were simultaneously infected, or 715939 people. After 278 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-21 in Puerto Rico: For a population of 3193694 people, after 238 days there were: 0.9% total deaths, or 27878 people. 87.3% total recovered, or 2787754 people. At the virus' maximum 22.5% people were simultaneously infected, or 718129 people. After 238 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-31 in Puerto Rico: For a population of 3193694 people, after 198 days there were: 0.9% total deaths, or 27900 people. 87.4% total recovered, or 2789992 people. At the virus' maximum 22.7% people were simultaneously infected, or 725120 people. After 198 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-09 in Puerto Rico: For a population of 3193694 people, after 158 days there were: 0.9% total deaths, or 28064 people. 87.9% total recovered, or 2806366 people. At the virus' maximum 24.0% people were simultaneously infected, or 765889 people. After 158 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-19 in Puerto Rico: For a population of 3193694 people, after 118 days there were: 0.9% total deaths, or 28153 people. 88.2% total recovered, or 2815313 people. At the virus' maximum 24.9% people were simultaneously infected, or 794580 people. After 118 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-21 in Rhode Island: For a population of 1059361 people, after 330 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 330 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-04-30 in Rhode Island: For a population of 1059361 people, after 290 days there were: 0.9% total deaths, or 9343 people. 88.2% total recovered, or 934267 people. At the virus' maximum 25.1% people were simultaneously infected, or 266095 people. After 290 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-09 in Rhode Island: For a population of 1059361 people, after 250 days there were: 0.9% total deaths, or 9574 people. 90.4% total recovered, or 957408 people. At the virus' maximum 32.2% people were simultaneously infected, or 340909 people. After 250 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-19 in Rhode Island: For a population of 1059361 people, after 210 days there were: 0.9% total deaths, or 9670 people. 91.3% total recovered, or 967013 people. At the virus' maximum 35.7% people were simultaneously infected, or 377754 people. After 210 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-08-28 in Rhode Island: For a population of 1059361 people, after 170 days there were: 0.9% total deaths, or 9696 people. 91.5% total recovered, or 969566 people. At the virus' maximum 36.7% people were simultaneously infected, or 388484 people. After 170 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-07 in Rhode Island: For a population of 1059361 people, after 130 days there were: 0.9% total deaths, or 9728 people. 91.8% total recovered, or 972829 people. At the virus' maximum 38.3% people were simultaneously infected, or 405289 people. After 130 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-26 in South Carolina: For a population of 5148714 people, after 325 days there were: 0.9% total deaths, or 44759 people. 86.9% total recovered, or 4475869 people. At the virus' maximum 21.9% people were simultaneously infected, or 1127049 people. After 325 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-05-05 in South Carolina: For a population of 5148714 people, after 285 days there were: 0.9% total deaths, or 44987 people. 87.4% total recovered, or 4498668 people. At the virus' maximum 22.7% people were simultaneously infected, or 1167663 people. After 285 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-06-14 in South Carolina: For a population of 5148714 people, after 245 days there were: 0.9% total deaths, or 45128 people. 87.6% total recovered, or 4512830 people. At the virus' maximum 23.6% people were simultaneously infected, or 1212928 people. After 245 days the virus was present in less than 7 individuals. SIRD simulation starts on 2020-07-24 in South Carolina: For a population of 5148714 people, after 205 days there were: 0.9% total deaths, or 45531 people. 88.4% total recovered, or 4553050 people. At the virus' maximum 25.7% people were simultaneously infected, or 1323607 people. After 205 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-09-02 in South Carolina: For a population of 5148714 people, after 165 days there were: 0.9% total deaths, or 46201 people. 89.7% total recovered, or 4620125 people. At the virus' maximum 29.8% people were simultaneously infected, or 1533625 people. After 165 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-10-12 in South Carolina: For a population of 5148714 people, after 125 days there were: 0.9% total deaths, or 46494 people. 90.3% total recovered, or 4649378 people. At the virus' maximum 31.9% people were simultaneously infected, or 1642971 people. After 125 days the virus was present in less than 1 individuals.
SIRD simulation starts on 2020-03-30 in South Dakota: For a population of 884659 people, after 321 days there were: 0.9% total deaths, or 7699 people. 87.0% total recovered, or 769852 people. At the virus' maximum 21.9% people were simultaneously infected, or 194067 people. After 321 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-09 in South Dakota: For a population of 884659 people, after 281 days there were: 0.9% total deaths, or 7719 people. 87.3% total recovered, or 771871 people. At the virus' maximum 22.5% people were simultaneously infected, or 198620 people. After 281 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-06-18 in South Dakota: For a population of 884659 people, after 241 days there were: 0.9% total deaths, or 7685 people. 86.9% total recovered, or 768515 people. At the virus' maximum 22.9% people were simultaneously infected, or 202813 people. After 241 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-07-28 in South Dakota: For a population of 884659 people, after 201 days there were: 0.9% total deaths, or 7753 people. 87.6% total recovered, or 775313 people. At the virus' maximum 23.5% people were simultaneously infected, or 208165 people. After 201 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-09-06 in South Dakota: For a population of 884659 people, after 161 days there were: 0.9% total deaths, or 7778 people. 87.9% total recovered, or 777783 people. At the virus' maximum 24.1% people were simultaneously infected, or 213219 people. After 161 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-16 in South Dakota: For a population of 884659 people, after 121 days there were: 0.9% total deaths, or 7826 people. 88.5% total recovered, or 782647 people. At the virus' maximum 26.1% people were simultaneously infected, or 231072 people. After 121 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-25 in Tennessee: For a population of 6829174 people, after 326 days there were: 0.9% total deaths, or 59473 people. 87.1% total recovered, or 5947300 people. At the virus' maximum 21.9% people were simultaneously infected, or 1495925 people. After 326 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-05-04 in Tennessee: For a population of 6829174 people, after 286 days there were: 0.9% total deaths, or 59530 people. 87.2% total recovered, or 5952984 people. At the virus' maximum 22.3% people were simultaneously infected, or 1525139 people. After 286 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-13 in Tennessee: For a population of 6829174 people, after 246 days there were: 0.9% total deaths, or 59669 people. 87.4% total recovered, or 5966875 people. At the virus' maximum 22.7% people were simultaneously infected, or 1549899 people. After 246 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-07-23 in Tennessee: For a population of 6829174 people, after 206 days there were: 0.9% total deaths, or 59906 people. 87.7% total recovered, or 5990603 people. At the virus' maximum 23.7% people were simultaneously infected, or 1619260 people. After 206 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-09-01 in Tennessee: For a population of 6829174 people, after 166 days there were: 0.9% total deaths, or 60287 people. 88.3% total recovered, or 6028713 people. At the virus' maximum 25.3% people were simultaneously infected, or 1728345 people. After 166 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-11 in Tennessee: For a population of 6829174 people, after 126 days there were: 0.9% total deaths, or 60718 people. 88.9% total recovered, or 6071797 people. At the virus' maximum 27.2% people were simultaneously infected, or 1860827 people. After 126 days the virus was present in less than 1 individuals.
SIRD simulation starts on 2020-03-03 in Texas: For a population of 28995881 people, after 348 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 348 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-04-12 in Texas: For a population of 28995881 people, after 308 days there were: 0.9% total deaths, or 252638 people. 87.1% total recovered, or 25263781 people. At the virus' maximum 22.1% people were simultaneously infected, or 6394611 people. After 308 days the virus was present in less than 29 individuals. SIRD simulation starts on 2020-05-22 in Texas: For a population of 28995881 people, after 268 days there were: 0.9% total deaths, or 253223 people. 87.3% total recovered, or 25322258 people. At the virus' maximum 22.6% people were simultaneously infected, or 6539374 people. After 268 days the virus was present in less than 16 individuals. SIRD simulation starts on 2020-07-01 in Texas: For a population of 28995881 people, after 228 days there were: 0.9% total deaths, or 252721 people. 87.2% total recovered, or 25272071 people. At the virus' maximum 22.9% people were simultaneously infected, or 6648226 people. After 228 days the virus was present in less than 56 individuals. SIRD simulation starts on 2020-08-10 in Texas: For a population of 28995881 people, after 188 days there were: 0.9% total deaths, or 256981 people. 88.6% total recovered, or 25698073 people. At the virus' maximum 26.6% people were simultaneously infected, or 7698983 people. After 188 days the virus was present in less than 11 individuals. SIRD simulation starts on 2020-09-19 in Texas: For a population of 28995881 people, after 148 days there were: 0.9% total deaths, or 260323 people. 89.8% total recovered, or 26032335 people. At the virus' maximum 29.9% people were simultaneously infected, or 8680103 people. After 148 days the virus was present in less than 11 individuals.
SIRD simulation starts on 2020-03-16 in Utah: For a population of 3205958 people, after 335 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 335 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-04-25 in Utah: For a population of 3205958 people, after 295 days there were: 0.9% total deaths, or 27935 people. 87.1% total recovered, or 2793526 people. At the virus' maximum 22.0% people were simultaneously infected, or 705799 people. After 295 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-04 in Utah: For a population of 3205958 people, after 255 days there were: 0.9% total deaths, or 27961 people. 87.2% total recovered, or 2796115 people. At the virus' maximum 22.4% people were simultaneously infected, or 718963 people. After 255 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-07-14 in Utah: For a population of 3205958 people, after 215 days there were: 0.9% total deaths, or 28005 people. 87.4% total recovered, or 2800494 people. At the virus' maximum 22.7% people were simultaneously infected, or 728689 people. After 215 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-08-23 in Utah: For a population of 3205958 people, after 175 days there were: 0.9% total deaths, or 28079 people. 87.6% total recovered, or 2807949 people. At the virus' maximum 23.4% people were simultaneously infected, or 748725 people. After 175 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-10-02 in Utah: For a population of 3205958 people, after 135 days there were: 0.9% total deaths, or 28142 people. 87.8% total recovered, or 2814190 people. At the virus' maximum 23.8% people were simultaneously infected, or 763072 people. After 135 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-27 in Vermont: For a population of 623989 people, after 324 days there were: 0.9% total deaths, or 5437 people. 87.1% total recovered, or 543741 people. At the virus' maximum 22.1% people were simultaneously infected, or 137618 people. After 324 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-06 in Vermont: For a population of 623989 people, after 284 days there were: 0.9% total deaths, or 5423 people. 86.9% total recovered, or 542343 people. At the virus' maximum 22.9% people were simultaneously infected, or 143032 people. After 284 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-06-15 in Vermont: For a population of 623989 people, after 244 days there were: 0.9% total deaths, or 5439 people. 87.2% total recovered, or 543925 people. At the virus' maximum 22.9% people were simultaneously infected, or 143106 people. After 244 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-07-25 in Vermont: For a population of 623989 people, after 204 days there were: 0.9% total deaths, or 5439 people. 87.2% total recovered, or 543925 people. At the virus' maximum 22.9% people were simultaneously infected, or 143098 people. After 204 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-09-03 in Vermont: For a population of 623989 people, after 164 days there were: 0.9% total deaths, or 5452 people. 87.4% total recovered, or 545245 people. At the virus' maximum 22.9% people were simultaneously infected, or 143118 people. After 164 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-13 in Vermont: For a population of 623989 people, after 124 days there were: 0.9% total deaths, or 5452 people. 87.4% total recovered, or 545245 people. At the virus' maximum 22.9% people were simultaneously infected, or 143081 people. After 124 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-03-27 in Virginia: For a population of 8535519 people, after 324 days there were: 0.9% total deaths, or 74333 people. 87.1% total recovered, or 7433333 people. At the virus' maximum 21.9% people were simultaneously infected, or 1872276 people. After 324 days the virus was present in less than 3 individuals. SIRD simulation starts on 2020-05-06 in Virginia: For a population of 8535519 people, after 284 days there were: 0.9% total deaths, or 74576 people. 87.4% total recovered, or 7457558 people. At the virus' maximum 22.7% people were simultaneously infected, or 1937760 people. After 284 days the virus was present in less than 7 individuals. SIRD simulation starts on 2020-06-15 in Virginia: For a population of 8535519 people, after 244 days there were: 0.9% total deaths, or 75029 people. 87.9% total recovered, or 7502912 people. At the virus' maximum 24.1% people were simultaneously infected, or 2053519 people. After 244 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-07-25 in Virginia: For a population of 8535519 people, after 204 days there were: 0.9% total deaths, or 75238 people. 88.1% total recovered, or 7523812 people. At the virus' maximum 24.9% people were simultaneously infected, or 2122900 people. After 204 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-09-03 in Virginia: For a population of 8535519 people, after 164 days there were: 0.9% total deaths, or 75490 people. 88.4% total recovered, or 7548954 people. At the virus' maximum 25.7% people were simultaneously infected, or 2196194 people. After 164 days the virus was present in less than 11 individuals. SIRD simulation starts on 2020-10-13 in Virginia: For a population of 8535519 people, after 124 days there were: 0.9% total deaths, or 75824 people. 88.8% total recovered, or 7582361 people. At the virus' maximum 27.0% people were simultaneously infected, or 2302292 people. After 124 days the virus was present in less than 2 individuals.
SIRD simulation starts on 2020-02-10 in Washington: For a population of 7614893 people, after 370 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 370 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-03-21 in Washington: For a population of 7614893 people, after 330 days there were: 0.9% total deaths, or 66355 people. 87.1% total recovered, or 6635519 people. At the virus' maximum 22.1% people were simultaneously infected, or 1679120 people. After 330 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-04-30 in Washington: For a population of 7614893 people, after 290 days there were: 0.9% total deaths, or 66632 people. 87.5% total recovered, or 6663212 people. At the virus' maximum 23.3% people were simultaneously infected, or 1774915 people. After 290 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-06-09 in Washington: For a population of 7614893 people, after 250 days there were: 0.9% total deaths, or 66900 people. 87.9% total recovered, or 6690033 people. At the virus' maximum 23.9% people were simultaneously infected, or 1822065 people. After 250 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-07-19 in Washington: For a population of 7614893 people, after 210 days there were: 0.9% total deaths, or 67026 people. 88.0% total recovered, or 6702590 people. At the virus' maximum 24.4% people were simultaneously infected, or 1859328 people. After 210 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-08-28 in Washington: For a population of 7614893 people, after 170 days there were: 0.9% total deaths, or 67157 people. 88.2% total recovered, or 6715682 people. At the virus' maximum 25.1% people were simultaneously infected, or 1911633 people. After 170 days the virus was present in less than 2 individuals.
SIRD simulation starts on 2020-04-06 in West Virginia: For a population of 1792147 people, after 314 days there were: 0.9% total deaths, or 15596 people. 87.0% total recovered, or 1559626 people. At the virus' maximum 21.9% people were simultaneously infected, or 393118 people. After 314 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-16 in West Virginia: For a population of 1792147 people, after 274 days there were: 0.9% total deaths, or 15634 people. 87.2% total recovered, or 1563364 people. At the virus' maximum 22.4% people were simultaneously infected, or 402250 people. After 274 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-06-25 in West Virginia: For a population of 1792147 people, after 234 days there were: 0.9% total deaths, or 15655 people. 87.4% total recovered, or 1565534 people. At the virus' maximum 22.5% people were simultaneously infected, or 403800 people. After 234 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-08-04 in West Virginia: For a population of 1792147 people, after 194 days there were: 0.9% total deaths, or 15629 people. 87.2% total recovered, or 1562905 people. At the virus' maximum 22.9% people were simultaneously infected, or 409912 people. After 194 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-13 in West Virginia: For a population of 1792147 people, after 154 days there were: 0.9% total deaths, or 15732 people. 87.8% total recovered, or 1573156 people. At the virus' maximum 23.8% people were simultaneously infected, or 426605 people. After 154 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-23 in West Virginia: For a population of 1792147 people, after 114 days there were: 0.9% total deaths, or 15796 people. 88.1% total recovered, or 1579643 people. At the virus' maximum 24.9% people were simultaneously infected, or 445390 people. After 114 days the virus was present in less than 0 individuals.
SIRD simulation starts on 2020-02-25 in Wisconsin: For a population of 5822434 people, after 355 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 355 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-04-05 in Wisconsin: For a population of 5822434 people, after 315 days there were: 0.9% total deaths, or 50732 people. 87.1% total recovered, or 5073210 people. At the virus' maximum 22.0% people were simultaneously infected, or 1282078 people. After 315 days the virus was present in less than 1 individuals. SIRD simulation starts on 2020-05-15 in Wisconsin: For a population of 5822434 people, after 275 days there were: 0.9% total deaths, or 50774 people. 87.2% total recovered, or 5077353 people. At the virus' maximum 22.9% people were simultaneously infected, or 1331805 people. After 275 days the virus was present in less than 4 individuals. SIRD simulation starts on 2020-06-24 in Wisconsin: For a population of 5822434 people, after 235 days there were: 0.9% total deaths, or 51083 people. 87.7% total recovered, or 5108307 people. At the virus' maximum 23.7% people were simultaneously infected, or 1382132 people. After 235 days the virus was present in less than 2 individuals. SIRD simulation starts on 2020-08-03 in Wisconsin: For a population of 5822434 people, after 195 days there were: 0.9% total deaths, or 51181 people. 87.9% total recovered, or 5118086 people. At the virus' maximum 24.1% people were simultaneously infected, or 1400939 people. After 195 days the virus was present in less than 5 individuals. SIRD simulation starts on 2020-09-12 in Wisconsin: For a population of 5822434 people, after 155 days there were: 0.9% total deaths, or 51280 people. 88.1% total recovered, or 5127963 people. At the virus' maximum 24.6% people were simultaneously infected, or 1435167 people. After 155 days the virus was present in less than 4 individuals.
SIRD simulation starts on 2020-03-31 in Wyoming: For a population of 578759 people, after 320 days there were: 0.0% total deaths, or 0 people. 0.0% total recovered, or 0 people. At the virus' maximum 0.0% people were simultaneously infected, or 0 people. After 320 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-05-10 in Wyoming: For a population of 578759 people, after 280 days there were: 0.9% total deaths, or 5028 people. 86.9% total recovered, or 502836 people. At the virus' maximum 21.9% people were simultaneously infected, or 126611 people. After 280 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-06-19 in Wyoming: For a population of 578759 people, after 240 days there were: 0.9% total deaths, or 5042 people. 87.1% total recovered, or 504185 people. At the virus' maximum 22.3% people were simultaneously infected, or 128852 people. After 240 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-07-29 in Wyoming: For a population of 578759 people, after 200 days there were: 0.9% total deaths, or 5048 people. 87.2% total recovered, or 504811 people. At the virus' maximum 22.4% people were simultaneously infected, or 129839 people. After 200 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-09-07 in Wyoming: For a population of 578759 people, after 160 days there were: 0.9% total deaths, or 5056 people. 87.4% total recovered, or 505637 people. At the virus' maximum 22.6% people were simultaneously infected, or 130811 people. After 160 days the virus was present in less than 0 individuals. SIRD simulation starts on 2020-10-17 in Wyoming: For a population of 578759 people, after 120 days there were: 0.9% total deaths, or 5048 people. 87.2% total recovered, or 504834 people. At the virus' maximum 23.0% people were simultaneously infected, or 133064 people. After 120 days the virus was present in less than 0 individuals.